Get started
Author

Ashton Hetherington

Observed names: A. Hetherington, Hetherington, Ashton
ORCID: 0009-0004-9850-3067
Observed ORCID: 0009-0004-9850-3067
OpenAlex ID: A5079920864
ModelFLOWs-app: Data-driven post-processing and reduced order modelling tools
2024 · Ashton Hetherington, Adrián Corrochano, et al. · Computer Physics Communications · 23
Low-cost singular value decomposition with optimal sensor placement
2025 · Ashton Hetherington, Soledad Le Clainche · Physics of Fluids · 7
PDF
LC-SVD-DLinear: A low-cost physics-based hybrid machine learning model for data forecasting using sparse measurements
2025 · Ashton Hetherington, Javier López Leonés, et al. · Expert Systems with Applications · 4
Data repairing and resolution enhancement using data-driven modal decomposition and deep learning
2024 · Ashton Hetherington, Daniel Serfaty, et al. · Experimental Thermal and Fluid Science · 2
Ensemble Kalman filter for data assimilation coupled with low-resolution computations techniques applied in fluid dynamics
2026 · Paul Jeanney, Ashton Hetherington, et al. · Applied Mathematics and Computation · 1
Hybrid Machine Learning Models Based on Physical Patterns to Accelerate Cfd Simulations: A Short Guide on Autoregressive Models
2025 · Arindam Sengupta, Rodrigo Abadia-Heredia, et al. · SSRN Electronic Journal · 1
A physics-based deep learning framework for super-resolution in fluid dynamics based on higher-order singular value decomposition
2026 · G. Barragan, A. Hetherington, et al. · Physics of Fluids
A Scalable Weather–ADS-B Fusion Architecture for Real-Time, Fleet-Wide Aviation Performance and Climate-Impact Applications
2026 · Ashton Hetherington, Rubén Vega Astorga, et al. · SSRN Electronic Journal
Tail-Specific Deep Learning Models for Aircraft Fuel Flow Estimation
2026 · Ashton Hetherington, Rubén Vega Astorga, et al. · SSRN Electronic Journal
Estimation of Aircraft Initial Mass Based on Takeoff and Early Climb Performance
2026 · Ashton Hetherington, Rubén Vega Astorga, et al. · SSRN Electronic Journal
HOSVD-SR: A Physics-Based Deep Learning Framework for Super-Resolution in Fluid Dynamics
2025 · Barragán, Guillermo, Hetherington, Ashton, et al. · arXiv (Cornell University)
PDF
Hybrid machine learning models based on physical patterns to accelerate CFD simulations: a short guide on autoregressive models
2025 · Sengupta, Arindam, Abadía-Heredia, Rodrigo, et al. · arXiv (Cornell University)
PDF
Lc-Svd-Dlinear: A Low-Cost Physics-Based Hybrid Machine Learning Model for Data Forecasting Using Sparse Measurements
2025 · Ashton Hetherington, Soledad Le Clainche, et al. · SSRN Electronic Journal
Hybrid Machine Learning Models Based on Physical Patterns to Accelerate Cfd Simulations: A Short Guide on Autoregressive Models
2025 · Arindam Sengupta, Santos Rodrigo Abadia Heredia, et al. · SSRN Electronic Journal
Deep Learning for Tail-Specific Aircraft Fuel Consumption Modeling
2025 · Ashton Hetherington, Rubén Vega Astorga, et al. · SSRN Electronic Journal
Deep Learning for Tail-Specific Aircraft Fuel Consumption Modeling
2025 · Ashton Hetherington, Rubén Vega Astorga, et al. · SSRN Electronic Journal
LC-SVD-DLinear: A low-cost physics-based hybrid machine learning model for data forecasting using sparse measurements
2024 · Hetherington, Ashton, Leonés, Javier López, et al. · arXiv (Cornell University)
PDF
Works count: 18
Citation count: 38
H-index: 3
I10-index: 1
Year
Topic
Type